Agent skill

Dna Rna Sequence Analysis

by InternScience in InternScience/scp

Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties.

MITAuto-check passed

Install Dna Rna Sequence Analysis

skills CLI
$ npx skills add InternScience/scp --skill dna-rna-sequence-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install InternScience/scp dna-rna-sequence-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/InternScience/scp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dna-rna-sequence-analysis .claude/skills/dna-rna-sequence-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
dna-rna-sequence-analysis
GitHub stars
169
Used in
1 other repo
Token cost
~1.4k tokens
SKILL.md length
356 words
Files
1
Skills in repo
73
Repo updated
First seen
Licence
MIT

At a glance

Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties.

  • Works in 2 steps: MCP Server Definition → DNA/RNA Sequence Analysis Workflow
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Dna Rna Sequence Analysis is an agent skill from InternScience/scp. Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The licence is MIT.

Example prompts

  • “/dna-rna-sequence-analysis”

Requirements

  • Python 3

Workflow steps

2 steps, taken from the step headings in SKILL.md.

  1. MCP Server Definition
  2. DNA/RNA Sequence Analysis Workflow

What it can do on your machine

Read from SKILL.md and the folder at commit cea5398. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Dna Rna Sequence Analysis loads about 1.4k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 356 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~40
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from InternScience/scp at commit cea5398, republished under its MIT licence (© InternScience). 356 words, ~1,366 tokens.

Download SKILL.mdSave it as .claude/skills/dna-rna-sequence-analysis/SKILL.md (or your agent's skills folder).
name
dna-rna-sequence-analysis
description
Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties.
license
MIT license
metadata.skill-author
PJLab

DNA/RNA Sequence Analysis

Usage

1. MCP Server Definition

Use the same BiologyToolsClient class as defined in the protein-properties-calculation skill.

2. DNA/RNA Sequence Analysis Workflow

This workflow analyzes DNA and RNA sequences, calculating molecular weight, GC content, melting temperature, and generating reverse complements.

Workflow Steps:

  1. Calculate DNA Molecular Weight - Compute molecular weight for DNA sequences
  2. Calculate Oligonucleotide Properties - Compute GC content, Tm, extinction coefficient for RNA
  3. Generate Reverse Complement - Create reverse complement sequence

Implementation:

python
## Initialize client
HEADERS = {"SCP-HUB-API-KEY": "<your-api-key>"}

client = BiologyToolsClient(
    "https://scp.intern-ai.org.cn/api/v1/mcp/29/SciToolAgent-Bio",
    HEADERS
)

if not await client.connect():
    print("connection failed")
    exit()

print("=== DNA/RNA Sequence Analysis ===\n")

## Step 1: Calculate DNA molecular weight
print("Step 1: DNA Molecular Weight")
dna_sequence = "ATGATGTAACGTAGCTAG"
sequence_para = f"seq1:{dna_sequence}.strand=single,topology=linear"

result = await client.client.call_tool(
    "DNAMolecularWeightCalculator",
    arguments={"sequence_para": sequence_para}
)
result_data = client.parse_result(result)
print(f"DNA Sequence: {dna_sequence}")
print(f"Result:\n{result_data}\n")

## Step 2: Calculate oligonucleotide (RNA) properties
print("Step 2: Oligonucleotide (RNA) Properties")
rna_sequence = "AUGAUGUAACGUAGCUAG"

result = await client.client.call_tool(
    "CalculatorOligonucleotide",
    arguments={"sq": rna_sequence}
)
result_data = client.parse_result(result)
print(f"RNA Sequence: {rna_sequence}")
print(f"Result:\n{result_data}\n")

## Step 3: Generate reverse complement
print("Step 3: Reverse Complement")
test_sequence = "ATCGATCG"

result = await client.client.call_tool(
    "GetReverseComplement",
    arguments={"sequence": test_sequence}
)
result_data = client.parse_result(result)
print(f"Original Sequence: {test_sequence}")
print(f"Reverse Complement:\n{result_data}\n")

## Step 4: Calculate annealing temperature for primers
print("Step 4: PCR Primer Annealing Temperature")
primer_sequence = "GCTAGCTAGCTA"

result = await client.client.call_tool(
    "ComputeAnnealingTemperature",
    arguments={"sequence": primer_sequence}
)
result_data = client.parse_result(result)
print(f"Primer Sequence: {primer_sequence}")
print(f"Result:\n{result_data}\n")

await client.disconnect()
Tool Descriptions

SciToolAgent-Bio Server:

  • DNAMolecularWeightCalculator: Calculate DNA molecular weight

    • Args: sequence_para (str) - Formatted sequence with parameters
    • Format: "seqName:SEQUENCE.strand=single/double,topology=linear/circular"
    • Returns: Molecular weight in Daltons
  • CalculatorOligonucleotide: Calculate oligonucleotide (RNA) properties

    • Args: sq (str) - RNA sequence
    • Returns: GC content (%), Tm (°C), molecular weight, extinction coefficient
  • GetReverseComplement: Generate reverse complement sequence

    • Args: sequence (str) - DNA sequence
    • Returns: Reverse complement sequence
  • ComputeAnnealingTemperature: Calculate primer annealing temperature

    • Args: sequence (str) - Primer sequence
    • Returns: Annealing temperature for PCR
Input/Output

Input:

  • DNA sequences: Use A, T, G, C nucleotides
  • RNA sequences: Use A, U, G, C nucleotides
  • Sequence parameters for DNA: strand type (single/double) and topology (linear/circular)

Output:

  • DNA Molecular Weight: Mass in Daltons for DNA sequences
  • GC Content: Percentage of G and C nucleotides
  • Tm (Melting Temperature): Temperature at which 50% of DNA is denatured
  • Extinction Coefficient: For nucleic acid quantification (M⁻¹cm⁻¹)
  • Reverse Complement: Complementary antiparallel sequence
Show full SKILL.md (140 more words)Show less
Use Cases
  • Design PCR primers with appropriate annealing temperatures
  • Calculate oligonucleotide concentrations spectrophotometrically
  • Generate reverse complement for sequencing analysis
  • Analyze GC content for primer design
  • Plan molecular cloning experiments
  • Estimate DNA/RNA molecular weights
  • Design and analyze synthetic oligonucleotides
Sequence Format for DNA Molecular Weight

Format: "seqName:SEQUENCE.strand=X,topology=Y"

Parameters:

  • seqName: Identifier for the sequence
  • SEQUENCE: DNA nucleotide sequence (A, T, G, C)
  • strand: Either "single" or "double"
  • topology: Either "linear" or "circular"

Example: "plasmid1:ATGCATGC.strand=double,topology=circular"

GC Content and Tm
  • High GC content (>60%): Higher melting temperature, more stable
  • Low GC content (<40%): Lower melting temperature, less stable
  • Tm: Used to determine PCR annealing temperature (typically Tm - 5°C)
Additional DNA/RNA Tools Available
  • ORFFind: Find open reading frames
  • TranslateDNAtoAminoAcidSequence: Translate DNA to protein
  • RepeatDNASequenceSearch: Find repetitive sequences
  • CpGIslandPrediction: Predict CpG islands
  • PCRPrimerProperties: Analyze primer properties
  • RandomDNAGeneration: Generate random DNA sequences
  • CircularDNAAlignment: Align circular DNA sequences

© InternScience, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/dna-rna-sequence-analysis of InternScience/scp.

Open the folder on GitHubat commit cea5398

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in InternScience/scp, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Dna Rna Sequence Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Dna Rna Sequence Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Dna Rna Sequence Analysis this skillInternScience/scp1691 repos~1.4kAutomated safety check: PassMIT
Page Weightthedaviddias/Front-End-Checklist74k—~428Automated safety check: PassMIT
Molecular DynamicsK-Dense-AI/scientific-agent-skills48k1 repos~4.7kAutomated safety check: PassMIT
Eol Resistor Calculatorsickn33/agentic-awesome-skills47k1 repos~3.5kAutomated safety check: PassMIT
Sequencesvellum-ai/vellum-assistant1.4k—~589Automated safety check: PassMIT
Bio Sequence PropertiesGPTomics/bioSkills1.2k1 repos~4kAutomated safety check: PassMIT

Similar skills

  • Page Weight

    thedaviddias/Front-End-Checklist

    A skill your agent uses when auditing slow page loads, heavy assets, or rendering delays related to Keep page weight under 1500KB.

    74k GitHub stars~428 tokensUpdated 2 days ago
    Frontend & DesignAuto-check passed
  • Molecular Dynamics

    K-Dense-AI/scientific-agent-skills

    Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis.

    48k GitHub starsUsed in 1 repo~4.7k tokens
    Research & ScienceAuto-check passed
  • Eol Resistor Calculator

    sickn33/agentic-awesome-skills

    Calculates and validates end-of-line (EOL, SEOL, DEOL, TEOL) resistor loops for intrusion alarm panels (Honeywell, DSC, Paradox, Bosch) with wire gauge drop and state tables.

    47k GitHub starsUsed in 1 repo~3.5k tokens
    Auto-check passed
  • Sequences

    vellum-ai/vellum-assistant

    Create and manage automated email drip sequences. An agent skill from vellum-ai/vellum-assistant.

    1.4k GitHub stars~589 tokensUpdated yesterday
    Marketing & SEOAuto-check passed
  • Bio Sequence Properties

    GPTomics/bioSkills

    Calculate nucleotide and protein sequence properties (GC content, GC skew, molecular weight, melting temperature, isoelectric point, instability, hydropathy) with Biopython.

    1.2k GitHub starsUsed in 1 repo~4k tokens
    Research & ScienceAuto-check passed
  • Sequence Psychologist

    sickn33/agentic-awesome-skills

    One sentence - what this skill does and when to invoke it. An agent skill from sickn33/agentic-awesome-skills.

    47k GitHub starsUsed in 2 repos~1.3k tokens
    Marketing & SEOAuto-check passed

More from InternScience/scp

All 73 skills in this repo
  • Given an rsID, query multiple databases (dbSNP, FAVOR, GWAS Catalog, ClinVar, gnomAD, PharmGKB, ClinGen) for comprehensive annotation.

    169 GitHub starsUsed in 1 repo~2.2k tokens
    Auto-check passed
  • Drugsda Esmfold

    InternScience/scp

    Use ESMFold model to predict 3D structure of the input protein sequence.

    169 GitHub starsUsed in 2 repos~721 tokens
    Auto-check passed
  • Drugsda Prosst

    InternScience/scp

    Given a protein sequence and its structure, employ ProSST model to predict mutation effects and obtain the top-k mutated sequences.

    169 GitHub starsUsed in 2 repos~949 tokens
    Auto-check passed
  • Calculate atmospheric parameters including Coriolis parameter, geostrophic wind, heat index, potential temperature, and dewpoint for meteorology and climate science.

    169 GitHub starsUsed in 1 repo~2.1k tokens
    Auto-check passed
  • Biomedical Web Search

    InternScience/scp

    Search biomedical literature and web content using Tavily search engine for research and clinical information.

    169 GitHub starsUsed in 1 repo~598 tokens
    Auto-check passed
  • Calculate buoyancy forces and acceleration for fluid mechanics and hydrodynamics analysis.

    169 GitHub starsUsed in 1 repo~540 tokens
    Auto-check passed

Questions about Dna Rna Sequence Analysis

What does Dna Rna Sequence Analysis do?

Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties. Dna Rna Sequence Analysis is an agent skill from InternScience/scp. Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties.

How do I install Dna Rna Sequence Analysis in Claude Code?

Run `npx skills add InternScience/scp --skill dna-rna-sequence-analysis -a claude-code`. Or copy the skill folder (skills/dna-rna-sequence-analysis in InternScience/scp) into .claude/skills/dna-rna-sequence-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Dna Rna Sequence Analysis in Codex?

Run `npx skills add InternScience/scp --skill dna-rna-sequence-analysis -a codex`. Or copy the skill folder (skills/dna-rna-sequence-analysis in InternScience/scp) into .agents/skills/dna-rna-sequence-analysis in your project. Codex loads it when a task matches its description.

Can I use Dna Rna Sequence Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add InternScience/scp --skill dna-rna-sequence-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dna-rna-sequence-analysis, .gemini/skills/dna-rna-sequence-analysis, .github/skills/dna-rna-sequence-analysis and .opencode/skills/dna-rna-sequence-analysis in your project.

What does Dna Rna Sequence Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Dna Rna Sequence Analysis is instructions for the agent only. Our summary lists: Python 3.

Does Dna Rna Sequence Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Dna Rna Sequence Analysis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Dna Rna Sequence Analysis use?

Dna Rna Sequence Analysis is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Dna Rna Sequence Analysis use?

About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Dna Rna Sequence Analysis?

Skills that share tags, products or a category with Dna Rna Sequence Analysis: Page Weight (thedaviddias/Front-End-Checklist, 74k stars), Molecular Dynamics (K-Dense-AI/scientific-agent-skills, 48k stars), Eol Resistor Calculator (sickn33/agentic-awesome-skills, 47k stars) and Sequences (vellum-ai/vellum-assistant, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dna Rna Sequence Analysis?

InternScience (a GitHub organization) maintains it in InternScience/scp, which has 169 GitHub stars. The repository holds 73 skills in this directory. The repository was last updated on June 3, 2026.

Source: InternScience/scp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.